Overview

Dataset Statistics

Number of Variables 18
Number of Rows 11534
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 2.2 MB
Average Row Size in Memory 203.0 B
Variable Types
  • Categorical: 4
  • Numerical: 14

Dataset Insights

SHOTS_ON_GOAL and CORNERS have similar distributions Similar Distribution
SHOTS_OFF_GOAL and CORNERS have similar distributions Similar Distribution
BLOCKED_SHOTS and GOALKEEPER_SAVES have similar distributions Similar Distribution
SHOTS_ON_GOAL is skewed Skewed
SHOTS_OFF_GOAL is skewed Skewed
BLOCKED_SHOTS is skewed Skewed
CORNERS is skewed Skewed
THROW_IN is skewed Skewed
GOALKEEPER_SAVES is skewed Skewed
FOULS is skewed Skewed
COMPLETED_PASSES is skewed Skewed
TACKLES is skewed Skewed
ATTACKS is skewed Skewed
DANGEROUS_ATTACKS is skewed Skewed
ID has a high cardinality: 11534 distinct values High Cardinality
ID has constant length 10 Constant Length
OFFSIDES has constant length 1 Constant Length
YELLOW_CARDS has constant length 1 Constant Length
RED_CARDS has constant length 1 Constant Length
ID has all distinct values Unique
SHOTS_ON_GOAL has 1111 (9.63%) zeros Zeros
SHOTS_OFF_GOAL has 813 (7.05%) zeros Zeros
BLOCKED_SHOTS has 3721 (32.26%) zeros Zeros
FREE_KICKS has 1066 (9.24%) zeros Zeros
CORNERS has 1095 (9.49%) zeros Zeros
THROW_IN has 8491 (73.62%) zeros Zeros
GOALKEEPER_SAVES has 2889 (25.05%) zeros Zeros
COMPLETED_PASSES has 6335 (54.92%) zeros Zeros
TACKLES has 5602 (48.57%) zeros Zeros
ATTACKS has 4374 (37.92%) zeros Zeros
DANGEROUS_ATTACKS has 4377 (37.95%) zeros Zeros
  • 1
  • 2
  • 3
  • 4

Variables

ID

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row I7XF6FSRH2
2nd row KGJs2ZzqH2
3rd row 6XHk0D5eH2
4th row KIrtyAcHH2
5th row EFETfITFH2

Letter

Count 88544
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 49686
Dash Punctuation 0
Decimal Number 26796
  • ID contains many words: 11534 words
  • ID has words of constant length

BALL_POSSESSION

numerical

Approximate Distinct Count 78
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 51.01
Minimum 13
Maximum 96
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • BALL_POSSESSION is skewed left (γ1 = -0.018)

Quantile Statistics

Minimum 13
5-th Percentile 31
Q1 42
Median 51
Q3 60
95-th Percentile 71
Maximum 96
Range 83
IQR 18

Descriptive Statistics

Mean 51.01
Standard Deviation 12.2995
Variance 151.2782
Sum 588349
Skewness -0.01801
Kurtosis -0.4106
Coefficient of Variation 0.2411
  • BALL_POSSESSION has 8 outliers

GOAL_ATTEMPTS

numerical

Approximate Distinct Count 25
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 7.2468
Minimum 0
Maximum 24
Zeros 46
Zeros (%) 0.4%
Negatives 0
Negatives (%) 0.0%
  • GOAL_ATTEMPTS is skewed right (γ1 = 0.6598)

Quantile Statistics

Minimum 0
5-th Percentile 2
Q1 5
Median 7
Q3 9
95-th Percentile 14
Maximum 24
Range 24
IQR 4

Descriptive Statistics

Mean 7.2468
Standard Deviation 3.5168
Variance 12.368
Sum 83585
Skewness 0.6598
Kurtosis 0.5596
Coefficient of Variation 0.4853
  • GOAL_ATTEMPTS is not normally distributed (p-value 2.0681415750210155e-05)
  • GOAL_ATTEMPTS has 241 outliers

SHOTS_ON_GOAL

numerical

Approximate Distinct Count 14
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.6959
Minimum 0
Maximum 15
Zeros 1111
Zeros (%) 9.6%
Negatives 0
Negatives (%) 0.0%
  • SHOTS_ON_GOAL is skewed right (γ1 = 0.8515)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 4
95-th Percentile 6
Maximum 15
Range 15
IQR 3

Descriptive Statistics

Mean 2.6959
Standard Deviation 1.874
Variance 3.5118
Sum 31094
Skewness 0.8515
Kurtosis 0.9627
Coefficient of Variation 0.6951
  • SHOTS_ON_GOAL is not normally distributed (p-value 3.916189896454147e-11)
  • SHOTS_ON_GOAL has 84 outliers

SHOTS_OFF_GOAL

numerical

Approximate Distinct Count 15
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.9985
Minimum 0
Maximum 15
Zeros 813
Zeros (%) 7.0%
Negatives 0
Negatives (%) 0.0%
  • SHOTS_OFF_GOAL is skewed right (γ1 = 0.8414)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 2
Median 3
Q3 4
95-th Percentile 7
Maximum 15
Range 15
IQR 2

Descriptive Statistics

Mean 2.9985
Standard Deviation 1.9592
Variance 3.8385
Sum 34585
Skewness 0.8414
Kurtosis 0.9955
Coefficient of Variation 0.6534
  • SHOTS_OFF_GOAL is not normally distributed (p-value 5.169461121944539e-11)
  • SHOTS_OFF_GOAL has 292 outliers

BLOCKED_SHOTS

numerical

Approximate Distinct Count 14
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.5524
Minimum 0
Maximum 13
Zeros 3721
Zeros (%) 32.3%
Negatives 0
Negatives (%) 0.0%
  • BLOCKED_SHOTS is skewed right (γ1 = 1.3311)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 2
95-th Percentile 5
Maximum 13
Range 13
IQR 2

Descriptive Statistics

Mean 1.5524
Standard Deviation 1.6126
Variance 2.6005
Sum 17905
Skewness 1.3311
Kurtosis 2.3441
Coefficient of Variation 1.0388
  • BLOCKED_SHOTS is not normally distributed (p-value 1.1511530136912282e-14)
  • BLOCKED_SHOTS has 303 outliers

FREE_KICKS

numerical

Approximate Distinct Count 27
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 6.927
Minimum 0
Maximum 29
Zeros 1066
Zeros (%) 9.2%
Negatives 0
Negatives (%) 0.0%
  • FREE_KICKS is skewed right (γ1 = 0.024)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 5
Median 7
Q3 9
95-th Percentile 13
Maximum 29
Range 29
IQR 4

Descriptive Statistics

Mean 6.927
Standard Deviation 3.6417
Variance 13.2618
Sum 79896
Skewness 0.024
Kurtosis 0.2218
Coefficient of Variation 0.5257
  • FREE_KICKS is not normally distributed (p-value 1.7888334761327276e-05)
  • FREE_KICKS has 118 outliers

CORNERS

numerical

Approximate Distinct Count 15
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.877
Minimum 0
Maximum 16
Zeros 1095
Zeros (%) 9.5%
Negatives 0
Negatives (%) 0.0%
  • CORNERS is skewed right (γ1 = 0.9168)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 3
Q3 4
95-th Percentile 7
Maximum 16
Range 16
IQR 3

Descriptive Statistics

Mean 2.877
Standard Deviation 2.0539
Variance 4.2185
Sum 33183
Skewness 0.9168
Kurtosis 1.0636
Coefficient of Variation 0.7139
  • CORNERS is not normally distributed (p-value 2.0006579256078951e-10)
  • CORNERS has 165 outliers

OFFSIDES

categorical

Approximate Distinct Count 8
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 743.4 KB

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 1
2nd row 1
3rd row 0
4th row 6
5th row 2

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 11534
  • The top 2 categories (0, 1) take over 50.0%
  • OFFSIDES has words of constant length

THROW_IN

numerical

Approximate Distinct Count 37
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.9926
Minimum 0
Maximum 39
Zeros 8491
Zeros (%) 73.6%
Negatives 0
Negatives (%) 0.0%
  • THROW_IN is skewed right (γ1 = 1.8664)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 5
95-th Percentile 15
Maximum 39
Range 39
IQR 5

Descriptive Statistics

Mean 2.9926
Standard Deviation 5.5966
Variance 31.3215
Sum 34517
Skewness 1.8664
Kurtosis 3.0879
Coefficient of Variation 1.8701
  • THROW_IN is not normally distributed (p-value 5.883790766461872e-25)
  • THROW_IN has 1056 outliers

GOALKEEPER_SAVES

numerical

Approximate Distinct Count 11
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.5368
Minimum 0
Maximum 10
Zeros 2889
Zeros (%) 25.1%
Negatives 0
Negatives (%) 0.0%
  • GOALKEEPER_SAVES is skewed right (γ1 = 1.0472)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 2
95-th Percentile 4
Maximum 10
Range 10
IQR 2

Descriptive Statistics

Mean 1.5368
Standard Deviation 1.3714
Variance 1.8807
Sum 17726
Skewness 1.0472
Kurtosis 1.3701
Coefficient of Variation 0.8923
  • GOALKEEPER_SAVES is not normally distributed (p-value 4.5195284300739976e-14)
  • GOALKEEPER_SAVES has 127 outliers

FOULS

numerical

Approximate Distinct Count 21
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 6.71
Minimum 0
Maximum 20
Zeros 25
Zeros (%) 0.2%
Negatives 0
Negatives (%) 0.0%
  • FOULS is skewed right (γ1 = 0.4478)

Quantile Statistics

Minimum 0
5-th Percentile 3
Q1 5
Median 7
Q3 8
95-th Percentile 12
Maximum 20
Range 20
IQR 3

Descriptive Statistics

Mean 6.71
Standard Deviation 2.7809
Variance 7.7332
Sum 77393
Skewness 0.4478
Kurtosis 0.2263
Coefficient of Variation 0.4144
  • FOULS is not normally distributed (p-value 5.436776547834333e-07)
  • FOULS has 348 outliers

YELLOW_CARDS

categorical

Approximate Distinct Count 8
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 743.4 KB

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 1
4th row 1
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 11534
  • The top 2 categories (1, 0) take over 50.0%
  • YELLOW_CARDS has words of constant length

RED_CARDS

categorical

Approximate Distinct Count 4
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 743.4 KB
  • The largest value (0) is over 15.14 times larger than the second largest value (1)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 11534
  • The top 2 categories (0, 1) take over 50.0%
  • The largest value (0) is over 15.14 times larger than the second largest value (1)
  • RED_CARDS has words of constant length

COMPLETED_PASSES

numerical

Approximate Distinct Count 387
Approximate Unique (%) 3.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 100.3022
Minimum 0
Maximum 2114
Zeros 6335
Zeros (%) 54.9%
Negatives 0
Negatives (%) 0.0%
  • COMPLETED_PASSES is skewed right (γ1 = 1.0627)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 204
95-th Percentile 314
Maximum 2114
Range 2114
IQR 204

Descriptive Statistics

Mean 100.3022
Standard Deviation 122.0845
Variance 14904.6172
Sum 1.1569e+06
Skewness 1.0627
Kurtosis 5.5034
Coefficient of Variation 1.2172
  • COMPLETED_PASSES is not normally distributed (p-value 6.702794273651971e-23)
  • COMPLETED_PASSES has 7 outliers

TACKLES

numerical

Approximate Distinct Count 26
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 4.2334
Minimum 0
Maximum 29
Zeros 5602
Zeros (%) 48.6%
Negatives 0
Negatives (%) 0.0%
  • TACKLES is skewed right (γ1 = 0.7435)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 3
Q3 8
95-th Percentile 13
Maximum 29
Range 29
IQR 8

Descriptive Statistics

Mean 4.2334
Standard Deviation 4.7952
Variance 22.994
Sum 48828
Skewness 0.7435
Kurtosis -0.4287
Coefficient of Variation 1.1327
  • TACKLES is not normally distributed (p-value 2.1137842872495566e-23)
  • TACKLES has 15 outliers

ATTACKS

numerical

Approximate Distinct Count 119
Approximate Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 33.9683
Minimum 0
Maximum 139
Zeros 4374
Zeros (%) 37.9%
Negatives 0
Negatives (%) 0.0%
  • ATTACKS is skewed right (γ1 = 0.0453)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 41
Q3 58
95-th Percentile 77
Maximum 139
Range 139
IQR 58

Descriptive Statistics

Mean 33.9683
Standard Deviation 29.3337
Variance 860.4676
Sum 391790
Skewness 0.04529
Kurtosis -1.3411
Coefficient of Variation 0.8636
  • ATTACKS is not normally distributed (p-value 4.826727655790495e-23)

DANGEROUS_ATTACKS

numerical

Approximate Distinct Count 85
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 17.5264
Minimum 0
Maximum 96
Zeros 4377
Zeros (%) 38.0%
Negatives 0
Negatives (%) 0.0%
  • DANGEROUS_ATTACKS is skewed right (γ1 = 0.5971)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 17
Q3 30
95-th Percentile 47
Maximum 96
Range 96
IQR 30

Descriptive Statistics

Mean 17.5264
Standard Deviation 16.9609
Variance 287.6729
Sum 202150
Skewness 0.5971
Kurtosis -0.3797
Coefficient of Variation 0.9677
  • DANGEROUS_ATTACKS is not normally distributed (p-value 2.0523817527776074e-23)
  • DANGEROUS_ATTACKS has 13 outliers

Interactions

Correlations

Missing Values